Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2024-12-08 00:00:00+00:00 1.838245 2.232934 2.718293 3.368325 4.230519 5.356058 6.972928e+00
2024-12-15 00:00:00+00:00 1.337795 1.812566 2.488684 3.561388 5.301286 8.174953 1.368465e+01
2024-12-22 00:00:00+00:00 1.009116 1.466721 2.184964 3.468934 5.893492 10.753835 2.291886e+01
2024-12-29 00:00:00+00:00 0.848364 1.305360 2.082958 3.624975 6.974448 15.114116 4.252858e+01
2025-01-05 00:00:00+00:00 0.722612 1.161074 1.955295 3.667468 7.854918 19.980184 7.538036e+01
2025-01-12 00:00:00+00:00 0.614598 1.019767 1.789083 3.558673 8.322829 24.370612 1.230192e+02
2025-01-19 00:00:00+00:00 0.536434 0.915246 1.664916 3.493056 8.876900 29.943761 2.105759e+02
2025-01-26 00:00:00+00:00 0.501322 0.884150 1.680451 3.767639 10.666105 43.850496 5.335865e+02
2025-02-02 00:00:00+00:00 0.465810 0.844875 1.667751 3.966250 12.414143 62.340731 1.520077e+03
2025-02-09 00:00:00+00:00 0.423761 0.784578 1.593036 3.962868 13.432008 80.055514 4.199940e+03
2025-02-16 00:00:00+00:00 0.382729 0.719936 1.494328 3.852626 13.939738 96.507715 1.218707e+04
2025-02-23 00:00:00+00:00 0.357440 0.685587 1.462487 3.944929 15.544489 132.747719 1.093326e+05
2025-03-02 00:00:00+00:00 0.339099 0.664778 1.462924 4.159108 18.169319 205.031615 2.771873e+10
2025-03-09 00:00:00+00:00 0.315927 0.629681 1.419148 4.204102 19.973712 289.493615 NaN
2025-03-16 00:00:00+00:00 0.288351 0.580617 1.328164 4.038233 20.261857 350.176802 NaN
2025-03-23 00:00:00+00:00 0.274959 0.563546 1.323115 4.213388 23.368533 576.015414 NaN
2025-03-30 00:00:00+00:00 0.259123 0.538383 1.289904 4.260960 25.660209 878.750155 NaN
2025-04-06 00:00:00+00:00 0.240195 0.503286 1.221146 4.128312 26.225837 1136.138000 NaN
2025-04-13 00:00:00+00:00 0.224593 0.474856 1.167906 4.048782 27.291562 1571.599646 NaN
2025-04-20 00:00:00+00:00 0.219920 0.473684 1.198355 4.380894 33.629969 4045.340182 NaN
2025-04-27 00:00:00+00:00 0.213217 0.466365 1.208091 4.621970 39.875661 11245.393471 NaN
2025-05-04 00:00:00+00:00 0.202306 0.446613 1.173656 4.617854 42.928159 24202.578725 NaN
2025-05-11 00:00:00+00:00 0.190060 0.422044 1.119277 4.483950 43.782131 42820.373064 NaN